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robust reinforcement learning

42 papers

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Also known as

RRL ROBUST RL

Co-occurring keywords

robust optimization (307) uncertainty set (25) policy optimization (657) reinforcement learning (4352) markov decision process (790) adversarial robustness (1341) adversarial training (1262) policy learning (702) sample complexity (1169) policy gradient (520)

Papers

Combining Pessimism with Optimism for Robust and Efficient Model-Based Deep Reinforcement Learning ICML 2021
Robust Reinforcement Learning: A Constrained Game-theoretic Approach L4DC 2021
Improved Corruption Robust Algorithms for Episodic Reinforcement Learning ICML 2021
Robust reinforcement learning under minimax regret for green security UAI 2021
Regularized Policies are Reward Robust AISTATS 2021
Robust Reinforcement Learning: A Case Study in Linear Quadratic Regulation AAAI 2021
Online Robust Reinforcement Learning with Model Uncertainty NIPS 2021
Robust Deep Reinforcement Learning through Adversarial Loss NIPS 2021
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch NIPS 2021
Robust Policy Gradient against Strong Data Corruption ICML 2021
Security Analysis of Safe and Seldonian Reinforcement Learning Algorithms NIPS 2020
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics NIPS 2020
Action Robust Reinforcement Learning and Applications in Continuous Control ICML 2019
A Bayesian Approach to Robust Reinforcement Learning UAI 2019
A Family of Robust Stochastic Operators for Reinforcement Learning NIPS 2019
Unified Policy Optimization for Robust Reinforcement Learning ACML 2019
Robust Adversarial Reinforcement Learning ICML 2017